Mokhtar Z. Alaya

26 papers A* 2Journal 21Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bounds in Wasserstein distance for locally stationary functional time series. Comput. Stat. Jan Nino G. Tinio, Mokhtar Z. Alaya, Salim Bouzebda
2025	J	`jnl`	Adversarial Semi-supervised domain adaptation for semantic segmentation: A new role for labeled target samples. Comput. Vis. Image Underst. Marwa Kechaou, Mokhtar Z. Alaya, Romain Hérault, Gilles Gasso
2025	—	`conf`	PatchTrAD: A Patch-Based Transformer Focusing on Patch-Wise Reconstruction Error for Time Series Anomaly Detection. EUSIPCO Samy-Melwan Vilhes, Gilles Gasso, Mokhtar Z. Alaya
2025	J	`jnl`	PatchTrAD: A Patch-Based Transformer focusing on Patch-Wise Reconstruction Error for Time Series Anomaly Detection. CoRR Samy-Melwan Vilhes, Gilles Gasso, Mokhtar Z. Alaya
2025	J	`jnl`	Sparsified-Learning for Heavy-Tailed Locally Stationary Processes. CoRR Yingjie Wang, Mokhtar Z. Alaya, Salim Bouzebda, Xinsheng Liu
2024	J	`jnl`	Gaussian-Smoothed Sliced Probability Divergences. CoRR Mokhtar Z. Alaya, Alain Rakotomamonjy, Maxime Berar, Gilles Gasso
2024	J	`jnl`	Gaussian-Smoothed Sliced Probability Divergences. Trans. Mach. Learn. Res. Mokhtar Z. Alaya, Alain Rakotomamonjy, Maxime Berar, Gilles Gasso
2023	J	`jnl`	Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples. CoRR Marwa Kechaou, Mokhtar Z. Alaya, Romain Hérault, Gilles Gasso
2022	J	`jnl`	Theoretical guarantees for bridging metric measure embedding and optimal transport. Neurocomputing Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy
2021	J	`jnl`	Distributional Sliced Embedding Discrepancy for Incomparable Distributions. CoRR Mokhtar Z. Alaya, Gilles Gasso, Maxime Berar, Alain Rakotomamonjy
2021	J	`jnl`	POT: Python Optimal Transport. J. Mach. Learn. Res. Rémi Flamary, Nicolas Courty, Alexandre Gramfort, Mokhtar Z. Alaya, Aurélie Boisbunon, Stanislas Chambon, Laetitia Chapel, Adrien Corenflos, Kilian Fatras, Nemo Fournier, Léo Gautheron, Nathalie T. H. Gayraud, Hicham Janati, Alain Rakotomamonjy, Ievgen Redko, Antoine Rolet, Antony Schutz, Vivien Seguy, Danica J. Sutherland, Romain Tavenard, Alexander Tong, Titouan Vayer
2021	J	`jnl`	Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences. CoRR Alain Rakotomamonjy, Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso
2020	J	`jnl`	Match and Reweight Strategy for Generalized Target Shift. CoRR Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, Mokhtar Z. Alaya, Maxime Berar, Nicolas Courty
2020	J	`jnl`	Non-Aligned Distribution Distance using Metric Measure Embedding and Optimal Transport. CoRR Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy
2020	—	`conf`	Open Set Domain Adaptation Using Optimal Transport. ECML/PKDD (1) Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso
2020	J	`jnl`	Open Set Domain Adaptation using Optimal Transport. CoRR Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso
2020	J	`jnl`	Partial Gromov-Wasserstein with Applications on Positive-Unlabeled Learning. CoRR Laetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso
2020	A*	`conf`	Partial Optimal Tranport with applications on Positive-Unlabeled Learning. NeurIPS Laetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso
2019	J	`jnl`	Binarsity: a penalization for one-hot encoded features in linear supervised learning. J. Mach. Learn. Res. Mokhtar Z. Alaya, Simon Bussy, Stéphane Gaïffas, Agathe Guilloux
2019	J	`jnl`	Collective Matrix Completion. J. Mach. Learn. Res. Mokhtar Z. Alaya, Olga Klopp
2019	A*	`conf`	Screening Sinkhorn Algorithm for Regularized Optimal Transport. NeurIPS Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy
2019	J	`jnl`	Screening Sinkhorn Algorithm for Regularized Optimal Transport. CoRR Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy
2018	J	`jnl`	Binacox: automatic cut-points detection in high-dimensional Cox model, with applications to genetic data. CoRR Simon Bussy, Mokhtar Z. Alaya, Agathe Guilloux, Anne-Sophie Jannot
2018	J	`jnl`	Collective Matrix Completion. CoRR Mokhtar Z. Alaya, Olga Klopp
2016	—	`—`	Segmentation of Counting Processes and Dynamical Models. (Segmentation de Processus de Comptage et Modèles Dynamiques). Mokhtar Z. Alaya
2015	J	`jnl`	Learning the Intensity of Time Events With Change-Points. IEEE Trans. Inf. Theory Mokhtar Z. Alaya, Stéphane Gaïffas, Agathe Guilloux